{"id":"W3157243696","doi":"10.2196/publichealth.7119","title":"The Annual American Men’s Internet Survey of Behaviors of Men Who Have Sex With Men in the United States: 2015 Key Indicators Report","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Center for AIDS Research, University of Washington; Emory University","keywords":"Men who have sex with men; Psychology; Key (lock); The Internet; Environmental health; Demography; Medicine; Sociology; Human immunodeficiency virus (HIV); Computer science; Family medicine; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006923189,0.0001483735,0.0005198588,0.0002920124,0.0002215377,0.00008092215,0.000448545,0.00004691799,0.00001696105],"category_scores_gemma":[0.001327855,0.00008017701,0.0000440133,0.0004580382,0.0009738963,0.0001309062,0.0001053411,0.0003590946,9.496462e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007866541,"about_ca_system_score_gemma":0.0008254115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08807692,"about_ca_topic_score_gemma":0.02400348,"domain_scores_codex":[0.996854,0.001044799,0.0006999045,0.0002722351,0.0005911438,0.0005379004],"domain_scores_gemma":[0.9971366,0.0003286532,0.0007839288,0.0008523045,0.0004450131,0.0004534859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001826919,0.0001568125,0.8094665,0.00007376351,0.000045518,0.00001821655,0.004468596,1.712203e-7,6.729548e-7,0.00002178203,0.1765154,0.009049863],"study_design_scores_gemma":[0.0008131135,0.002683653,0.9345376,0.00005054284,0.000001244987,0.00003207338,0.01839416,0.0006903431,0.000002317856,0.000002477899,0.0427172,0.00007530849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706155,0.0002065284,0.00005364664,0.01878837,0.000008096979,0.0009615132,0.0003352508,0.00001279648,0.009018283],"genre_scores_gemma":[0.9896066,0.0005852598,0.00001103149,0.0001435772,0.00001711186,0.0001191244,0.0004190794,0.00001552105,0.00908265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1337982,"threshold_uncertainty_score":0.9938059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291321387710695,"score_gpt":0.3852061229922472,"score_spread":0.3522929091151402,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}